| 2026 | AAAI | MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding. | Bo Xu, Chenyuan Wang, Xinyu Chen, Hongfei Lin, Feng Xia |
| 2026 | ACL | GLA: Grounding Large Language Models in Molecular Hierarchy for Chemical Understanding. | Yingxu Li, Jingjie Zeng, Zekun Wang, Hongfei Lin, Liang Yang |
| 2026 | ACL | LOTUS: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport. | Zekun Wang, Jingjie Zeng, Yingxu Li, Hongfei Lin, Liang Yang |
| 2026 | ACL | CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension. | Jingjie Zeng, Huayang Li, Liang Yang, Yuanyuan Sun, Shaowu Zhang, Hongfei Lin |
| 2026 | ACL | Mechanistic Insights into Deferred Semantic Drift in LLMs. | Jingjie Zeng, Huayang Li, Liang Yang, Shaowu Zhang, Yuanyuan Sun, Hongfei Lin |
| 2026 | ACL | E2E-GMNER: End-to-End Generative Grounded Multimodal Named Entity Recognition. | Meng Zhang, Jinzhong Ning, Xiaolong Wu, Hongfei Lin, Yijia Zhang |
| 2026 | WWW | DRMD: Explainable Depression Detection Based on Metaphorical Conceptual Mapping. | Dongyu Zhang, Wanqiu Liao, Weichen Hu, Hongfei Lin |
| 2026 | SIGIR | Decoding Multimodal Cues: Unveiling the Implicit Meaning Behind Hateful Videos. | Junyu Lu, Deyi Ji, Liqun Liu, Xiaokun Zhang, Youlin Wu, Roy Ka-Wei Lee, Peng Shu, Huan Yu, Jie Jiang, Bo Xu, Liang Yang, Hongfei Lin |
| 2025 | ACL | STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection. | Zewen Bai, Liang Yang, Shengdi Yin, Junyu Lu, Jingjie Zeng, Haohao Zhu, Yuanyuan Sun, Hongfei Lin |
| 2025 | ACL | Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement. | Junyu Lu, Kai Ma, Kaichun Wang, Kelaiti Xiao, Roy Ka-Wei Lee, Bo Xu, Liang Yang, Hongfei Lin |
| 2025 | ACL | Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors. | Senqi Yang, Dongyu Zhang, Jing Ren, Ziqi Xu, Xiuzhen Zhang, Yiliao Song, Hongfei Lin, Feng Xia |
| 2025 | ACL | It's Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? | Jingjie Zeng, Huayang Li, Liang Yang, Yuanyuan Sun, Hongfei Lin |
| 2025 | ACL | Sheep's Skin, Wolf's Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? | Jingjie Zeng, Liang Yang, Zekun Wang, Yuanyuan Sun, Hongfei Lin |
| 2025 | CIKM | Reinforcement Learning-Driven Generative Retrieval with Semantic-aligned Multi-Layer Identifiers. | Bo Xu, Yicen Tian, Xiaokun Zhang, Erchen Yu, Dailin Li, Linlin Zong, Hongfei Lin |
| 2025 | CogSci | Clicking, Fast and Slow: Towards Intuitive and Analytical Behaviors Modeling for Recommender Systems. | Youlin Wu, Haoxi Zhan, Yuanyuan Sun, Haohao Zhu, Bo Xu, Liang Yang, Hongfei Lin |
| 2025 | COLING | HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection. | Bo Xu, Erchen Yu, Jiahui Zhou, Hongfei Lin, Linlin Zong |
| 2025 | DASFAA | A Benchmark Dataset and Instruction Fine-Tuning Methods for Metaphorical Comprehension and Explanation. | Senqi Yang, Dongyu Zhang, Wei Guo, Mingshuo Pan, Haojia Li, Liang Yang, Hongfei Lin |
| 2025 | EMNLP | LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection. | Yanxu Ji, Jinzhong Ning, Yi-Jia Zhang, Zhi Liu, Hongfei Lin |
| 2025 | EMNLP | Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations. | Zekun Wang, Jingjie Zeng, Yingxu Li, Liang Yang, Hongfei Lin |
| 2025 | EMNLP | Sarcasm-R1: Enhancing Sarcasm Detection through Focused Reasoning. | Qi Yang, Jingjie Zeng, Liang Yang, Kai Ma, Hongfei Lin |
| 2025 | ICASSP | Towards Patronizing and Condescending Language in Chinese Videos: A Multimodal Dataset and Detector. | Hongbo Wang, Junyu Lu, Yan Han, Kai Ma, Liang Yang, Hongfei Lin |
| 2025 | ICCBR | Case-Based Reasoning in Generative Agents: Review and Prospect. | Haoxi Zhan, Youlin Wu, Jian Ding, Bo Xu, Liang Yang, Hongfei Lin |
| 2025 | ICMI | Disentangling Cross-Modal Interactions for Enhanced Multimodal Emotion Recognition in Conversation. | Jian Ding, Bo Zhang, Dailin Li, Jian Wang, Hongfei Lin |
| 2025 | IJCAI | SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer's Disease Detection. | Shagufta Abid, Dongyu Zhang, Ahsan Shehzad, Jing Ren, Shuo Yu, Hongfei Lin, Feng Xia |
| 2025 | IJCAI | Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support. | Bo Xu, Liangzhi Li, Junlong Wang, Xuening Qiao, Erchen Yu, Yiming Qian, Linlin Zong, Hongfei Lin |
| 2025 | IJCAI | EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos. | Bo Xu, Quanhao Zhu, Qingchen Zhang, Mengmeng Wang, Liang Zhao, Hongfei Lin, Jing Ren, Feng Xia |
| 2025 | NAACL | Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models. | Dinghao Pan, Yuanyuan Sun, Bo Xu, Jiru Li, Zhihao Yang, Ling Luo, Hongfei Lin, Jian Wang |
| 2025 | NAACL | Commonality and Individuality! Integrating Humor Commonality with Speaker Individuality for Humor Recognition. | Haohao Zhu, Xiaokun Zhang, Zeyuan Zeng, Junyu Lu, Zewen Bai, Liang Yang, Hongfei Lin |
| 2025 | RecSys | IP2: Entity-Guided Interest Probing for Personalized News Recommendation. | Youlin Wu, Yuanyuan Sun, Xiaokun Zhang, Haoxi Zhan, Bo Xu, Liang Yang, Hongfei Lin |
| 2025 | SIGIR | Is Having Rationales Enough? Rethinking Knowledge Enhancement for Multimodal Hateful Meme Detection. | Junyu Lu, Bo Xu, Xiaokun Zhang, Haohao Zhu, Kaichun Wang, Liang Yang, Hongfei Lin |
| 2024 | AAAI | From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue. | Zeyuan Ding, Zhihao Yang, Ling Luo, Yuanyuan Sun, Hongfei Lin |
| 2024 | CIKM | MPHDetect: Multi-View Prompting and Hypergraph Fusion for Malevolence Detection in Dialogues. | Bo Xu, Xuening Qiao, Hongfei Lin, Linlin Zong |
| 2024 | COLING | Take Its Essence, Discard Its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect. | Junyu Lu, Bo Xu, Xiaokun Zhang, Kaiyuan Liu, Dongyu Zhang, Liang Yang, Hongfei Lin |
| 2024 | COLING | Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling. | Bo Xu, Longjiao Li, Wei Luo, Mehdi Naseriparsa, Zhehuan Zhao, Hongfei Lin, Feng Xia |
| 2024 | COLING | Leveraging Social Context for Humor Recognition and Sense of Humor Evaluation in Social Media with a New Chinese Humor Corpus - HumorWB. | Zeyuan Zeng, Zefeng Li, Liang Yang, Hongfei Lin |
| 2024 | COLING | "Barking up the Right Tree", a GAN-Based Pun Generation Model through Semantic Pruning. | Jingjie Zeng, Liang Yang, Jiahao Kang, Yufeng Diao, Zhihao Yang, Hongfei Lin |
| 2024 | EMNLP | Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech. | Jinzhong Ning, Yuanyuan Sun, Bo Xu, Zhihao Yang, Ling Luo, Hongfei Lin |
| 2024 | EMNLP | PclGPT: A Large Language Model for Patronizing and Condescending Language Detection. | Hongbo Wang, Mingda Li, Junyu Lu, Hebin Xia, Liang Yang, Bo Xu, Ruizhu Liu, Hongfei Lin |
| 2024 | EMNLP | Exploring the Capability of Multimodal LLMs with Yonkoma Manga: The YManga Dataset and Its Challenging Tasks. | Qi Yang, Jingjie Zeng, Liang Yang, Zhihao Yang, Hongfei Lin |
| 2024 | IJCAI | The Orthogonality of Weight Vectors: The Key Characteristics of Normalization and Residual Connections. | Zhixing Lu, Yuanyuan Sun, Zhihao Yang, Qin Zhou, Hongfei Lin |
| 2024 | SIGIR | Disentangling ID and Modality Effects for Session-based Recommendation. | Xiaokun Zhang, Bo Xu, Zhaochun Ren, Xiaochen Wang, Hongfei Lin, Fenglong Ma |
| 2024 | SIGIR | FineRec: Exploring Fine-grained Sequential Recommendation. | Xiaokun Zhang, Bo Xu, Youlin Wu, Yuan Zhong, Hongfei Lin, Fenglong Ma |
| 2023 | ACL | Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks. | Junyu Lu, Bo Xu, Xiaokun Zhang, Changrong Min, Liang Yang, Hongfei Lin |
| 2023 | ACL | Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction. | Changrong Min, Ximing Li, Liang Yang, Zhilin Wang, Bo Xu, Hongfei Lin |
| 2023 | ACL | OD-RTE: A One-Stage Object Detection Framework for Relational Triple Extraction. | Jinzhong Ning, Zhihao Yang, Yuanyuan Sun, Zhizheng Wang, Hongfei Lin |
| 2023 | EMNLP | MultiCMET: A Novel Chinese Benchmark for Understanding Multimodal Metaphor. | Dongyu Zhang, Jingwei Yu, Senyuan Jin, Liang Yang, Hongfei Lin |
| 2023 | IJCAI | ODEE: A One-Stage Object Detection Framework for Overlapping and Nested Event Extraction. | Jinzhong Ning, Zhihao Yang, Zhizheng Wang, Yuanyuan Sun, Hongfei Lin |
| 2023 | RANLP | Poetry Generation Combining Poetry Theme Labels Representations. | Yingyu Yan, Dongzhen Wen, Liang Yang, Dongyu Zhang, Hongfei Lin |
| 2022 | COLING | RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips. | Bo Xu, Hongtong Zhang, Jian Wang, Xiaokun Zhang, Dezhi Hao, Linlin Zong, Hongfei Lin, Fenglong Ma |
| 2022 | COLING | Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition. | Jinzhong Ning, Zhihao Yang, Zhizheng Wang, Yuanyuan Sun, Hongfei Lin, Jian Wang |
| 2022 | SIGIR | MET-Meme: A Multimodal Meme Dataset Rich in Metaphors. | Bo Xu, Tingting Li, Junzhe Zheng, Mehdi Naseriparsa, Zhehuan Zhao, Hongfei Lin, Feng Xia |
| 2022 | SIGIR | Price DOES Matter!: Modeling Price and Interest Preferences in Session-based Recommendation. | Xiaokun Zhang, Bo Xu, Liang Yang, Chenliang Li, Fenglong Ma, Haifeng Liu, Hongfei Lin |
| 2021 | ACL | MultiMET: A Multimodal Dataset for Metaphor Understanding. | Dongyu Zhang, Minghao Zhang, Heting Zhang, Liang Yang, Hongfei Lin |
| 2021 | ACL | Hate Speech Detection Based on Sentiment Knowledge Sharing. | Xianbing Zhou, Yang Yong, Xiaochao Fan, Ge Ren, Yunfeng Song, Yufeng Diao, Liang Yang, Hongfei Lin |
| 2021 | EMNLP | Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification. | Shuqun Li, Liang Yang, Weidong He, Shiqi Zhang, Jingjie Zeng, Hongfei Lin |
| 2021 | EMNLP | Locality Preserving Sentence Encoding. | Changrong Min, Yonghe Chu, Liang Yang, Bo Xu, Hongfei Lin |
| 2021 | IJCAI | Focus on Interaction: A Novel Dynamic Graph Model for Joint Multiple Intent Detection and Slot Filling. | Zeyuan Ding, Zhihao Yang, Hongfei Lin, Jian Wang |
| 2021 | SIGIR | Info-flow Enhanced GANs for Recommender. | Yuan Lin, Zhang Xie, Bo Xu, Kan Xu, Hongfei Lin |
| 2020 | COLING | Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement. | Yanguang Chen, Yuanyuan Sun, Zhihao Yang, Hongfei Lin |
| 2020 | ICMI | Leniency to those who confess?: Predicting the Legal Judgement via Multi-Modal Analysis. | Liang Yang, Jingjie Zeng, Tao Peng, Xi Luo, Jinghui Zhang, Hongfei Lin |
| 2020 | ICONIP | Improving Social Recommendations with Item Relationships. | Haifeng Liu, Hongfei Lin, Bo Xu, Liang Yang, Yuan Lin, Yonghe Chu, Wenqi Fan, Nan Zhao |
| 2019 | EMNLP | Telling the Whole Story: A Manually Annotated Chinese Dataset for the Analysis of Humor in Jokes. | Dongyu Zhang, Heting Zhang, Xikai Liu, Hongfei Lin, Feng Xia |
| 2019 | IJCAI | Refining Word Representations by Manifold Learning. | Yonghe Chu, Hongfei Lin, Liang Yang, Yufeng Diao, Shaowu Zhang, Xiaochao Fan |
| 2019 | ISKE | Residual Connected Enhanced Sequential Inference Model for Natural Language Inference. | Yingdong Li, Jian Wang, Hongfei Lin, Shaowu Zhang, Zhihao Yang |
| 2019 | WWW | Heterographic Pun Recognition via Pronunciation and Spelling Understanding Gated Attention Network. | Yufeng Diao, Hongfei Lin, Liang Yang, Xiaochao Fan, Di Wu, Dongyu Zhang, Kan Xu |
| 2019 | WWW | Judging a Book by Its Cover: The Effect of Facial Perception on Centrality in Social Networks. | Dongyu Zhang, Teng Guo, Hanxiao Pan, Jie Hou, Zhitao Feng, Liang Yang, Hongfei Lin, Feng Xia |
| 2018 | ACL | Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions. | Dongyu Zhang, Hongfei Lin, Liang Yang, Shaowu Zhang, Bo Xu |
| 2018 | EMNLP | WECA:A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition. | Yufeng Diao, Hongfei Lin, Di Wu, Liang Yang, Kan Xu, Zhihao Yang, Jian Wang, Shaowu Zhang, Bo Xu, Dongyu Zhang |
| 2017 | CIKM | Learning to Rank with Query-level Semi-supervised Autoencoders. | Bo Xu, Hongfei Lin, Yuan Lin, Kan Xu |
| 2014 | CIKM | GPQ: Directly Optimizing Q-measure based on Genetic Programming. | Yuan Lin, Hongfei Lin, Ping Zhang, Bo Xu |
| 2012 | MMM | EMIR: A Novel Music Retrieval System for Mobile Devices Incorporating Analysis of User Emotion. | Lijuan Marissa Zhou, Hongfei Lin, Cathal Gurrin |
| 2012 | SMC | Twitter part-of-speech tagging using pre-classification Hidden Markov model. | Shichang Sun, Hongbo Liu, Hongfei Lin, Ajith Abraham |
| 2011 | CIKM | Learning to rank with cross entropy. | Yuan Lin, Hongfei Lin, Jiajin Wu, Kan Xu |
| 2011 | CIKM | Selecting related terms in query-logs using two-stage SimRank. | Yunlong Ma, Hongfei Lin, Yuan Lin |
| 2011 | SAC | A Bayesian network approach to context sensitive query expansion. | Zheng Ye, Xiangji Huang, Hongfei Lin |
| 2011 | SIGIR | Social annotation in query expansion: a machine learning approach. | Yuan Lin, Hongfei Lin, Song Jin, Zheng Ye |
| 2011 | SIGIR | Learning to rank using query-level regression. | Jiajin Wu, Zhihao Yang, Yuan Lin, Hongfei Lin, Zheng Ye, Kan Xu |
| 2010 | CIKM | Learning to rank with groups. | Yuan Lin, Hongfei Lin, Zheng Ye, Song Jin, Xiaoling Sun |
| 2009 | GRC | Query expansion based on folksonomy tag co-occurrence analysis. | Song Jin, Hongfei Lin, Sui Su |
| 2009 | GRC | Study on question answering system for biomedical domain. | Bo Xu, Hongfei Lin, Baoyan Liu |
| 2009 | SIGIR | A graph-based approach to mining multilingual word associations from wikipedia. | Zheng Ye, Xiangji Huang, Hongfei Lin |
| 2007 | ACII | Ontology-Driven Affective Chinese Text Analysis and Evaluation Method. | Linhong Xu, Hongfei Lin |
| 2007 | PAKDD | Incorporating Dictionary Features into Conditional Random Fields for Gene/Protein Named Entity Recognition. | Hongfei Lin, Yanpeng Li, Zhihao Yang |